{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "342e33e7",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "\n",
    "# 这里坐标定义并不是设置点的x轴y轴，而是设置x轴从哪开始到哪结束，y轴也是一样的道理\n",
    "x = np.array([0, 6])\n",
    "y = np.array([0,200])\n",
    "plt.plot(x, y, 'g')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4b7bfdb8",
   "metadata": {},
   "source": [
    "- **颜色字符**：'b' 蓝色，'m' 洋红色，'g' 绿色，'y' 黄色，'r' 红色，'k' 黑色，'w' 白色，'c' 青绿色，'#008000' RGB 颜色符串。多条曲线不指定颜色时，会自动选择不同颜色。\n",
    "\n",
    "- **线型参数**：'‐' 实线，'‐‐' 破折线，'‐.' 点划线，':' 虚线。\n",
    "\n",
    "- **标记字符**：'.' 点标记，',' 像素标记(极小点)，'o' 实心圈标记，'v' 倒三角标记，'^' 上三角标记，'>' 右三角标记，'<' 左三角标记...等等。\n",
    "\n",
    "如果我们要绘制坐标 (1, 3) 到 (8, 10) 的线，我们就需要传递两个数组 [1, 8] 和 [3, 10] 给 plot 函数："
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "6150a55c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAXoAAAD8CAYAAAB5Pm/hAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDIuMi4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvhp/UCwAAEVJJREFUeJzt3X+s3XV9x/Hny4Ku/kpxXEgtsIKpZP7YCjshLkzCRAc4I2iig2zKnFk1gQWjYQOXTLd/NMMfi9mGqcIoGSJMfkg2JhJ0oslQbynyw4ICQ7ltR68yBGejUt77436bHeot997zo4f78flITs73vM/ne77vb5q++u3nfs/9pKqQJLXrWZNuQJI0Xga9JDXOoJekxhn0ktQ4g16SGmfQS1LjDHpJapxBL0mNM+glqXEHTLoBgIMPPrjWrl076TYkaVnZvHnzD6pqaqFxz4igX7t2LdPT05NuQ5KWlSTfW8w4p24kqXEGvSQ1zqCXpMYZ9JLUOINekhq3YNAnOTzJl5NsTXJ3knO7+ouS3JTku93zQV09ST6R5L4kdyQ5dtwnIUnLzXVbtnH8h7/Ekef/G8d/+Etct2Xb2I61mCv6J4D3VdWvA68Czk7yMuB84OaqWgfc3L0GOBVY1z02ABeNvGtJWsau27KNC665k22P7qKAbY/u4oJr7hxb2C8Y9FW1o6pu67YfB7YCa4DTgE3dsE3A6d32acBlNedWYFWS1SPvXJKWqQtvvJddP9/9lNqun+/mwhvvHcvxljRHn2QtcAzwdeDQqtoBc/8YAId0w9YAD/XtNtPV9v6sDUmmk0zPzs4uvXNJWqa2P7prSfVhLTrokzwfuBp4T1U99nRD56n9wgrkVbWxqnpV1ZuaWvAbvJLUjBevWrmk+rAWFfRJDmQu5C+vqmu68sN7pmS6551dfQY4vG/3w4Dto2lXkpa/804+mpUHrnhKbeWBKzjv5KPHcrzF3HUT4GJga1V9rO+t64Gzuu2zgM/31d/e3X3zKuBHe6Z4JElw+jFr+NCbX8maVSsJsGbVSj705ldy+jG/MMs9Eqn6hVmVpw5Ifgf4KnAn8GRXfj9z8/RXAUcA3wfeUlWPdP8w/D1wCvAT4B1V9bS/sazX65W/1EySlibJ5qrqLTRuwd9eWVVfY/55d4CT5hlfwNkLdihJ2i/8ZqwkNc6gl6TGGfSS1DiDXpIaZ9BLUuMMeklqnEEvSY0z6CWpcQa9JDXOoJekxhn0ktQ4g16SGmfQS1LjDHpJapxBL0mNW8wKU5ck2Znkrr7alUlu7x4PJrm9q69NsqvvvU+Os3lJ0sIWXHgEuJS5FaMu21Ooqj/Ys53ko8CP+sbfX1XrR9WgJGk4i1lh6pYka+d7r1s28K3Aa0bbliRpVIado3818HBVfbevdmSSLUm+kuTVQ36+JGlIi5m6eTpnAlf0vd4BHFFVP0zyW8B1SV5eVY/tvWOSDcAGgCOOOGLINiRJ+zLwFX2SA4A3A1fuqVXVT6vqh932ZuB+4KXz7V9VG6uqV1W9qampQduQJC1gmKmb1wL3VNXMnkKSqSQruu2jgHXAA8O1KEkaxmJur7wC+E/g6CQzSd7ZvXUGT522ATgBuCPJt4DPAe+uqkdG2bAkaWkWc9fNmfuo//E8tauBq4dvS5I0Kn4zVpIaZ9BLUuMMeklqnEEvSY0z6CWpcQa9JDXOoJekxhn0ktQ4g16SGmfQS1LjDHpJapxBL0mNM+glqXEGvSQ1zqCXpMYZ9JLUuMWsMHVJkp1J7uqrfTDJtiS3d4/X9713QZL7ktyb5ORxNS5JWpzFXNFfCpwyT/3jVbW+e9wAkORlzC0x+PJun3/cs4asJGkyFgz6qroFWOy6r6cBn62qn1bVfwH3AccN0Z8kaUjDzNGfk+SObmrnoK62Bniob8xMV5MkTcigQX8R8BJgPbAD+GhXzzxja74PSLIhyXSS6dnZ2QHbkCQtZKCgr6qHq2p3VT0JfIr/n56ZAQ7vG3oYsH0fn7GxqnpV1ZuamhqkDUnSIgwU9ElW9718E7DnjpzrgTOSPCfJkcA64BvDtShJGsYBCw1IcgVwInBwkhngA8CJSdYzNy3zIPAugKq6O8lVwLeBJ4Czq2r3eFqXJC1GquadQt+ver1eTU9PT7oNSVpWkmyuqt5C4/xmrCQ1zqCXpMYZ9JLUOINekhpn0EtS4wx6SWqcQS9JjTPoJalxBr0kNc6gl6TGGfSS1DiDXpIaZ9BLUuMMeklqnEEvSY0z6CWpcQsGfZJLkuxMcldf7cIk9yS5I8m1SVZ19bVJdiW5vXt8cpzNS5IWtpgr+kuBU/aq3QS8oqp+A/gOcEHfe/dX1fru8e7RtClJGtSCQV9VtwCP7FX7YlU90b28FThsDL1JkkZgFHP0fwL8e9/rI5NsSfKVJK/e105JNiSZTjI9Ozs7gjYkSfMZKuiT/CXwBHB5V9oBHFFVxwDvBT6T5IXz7VtVG6uqV1W9qampYdqQJD2NgYM+yVnAG4A/rKoCqKqfVtUPu+3NwP3AS0fRqCRpMAMFfZJTgL8A3lhVP+mrTyVZ0W0fBawDHhhFo5KkwRyw0IAkVwAnAgcnmQE+wNxdNs8BbkoCcGt3h80JwN8keQLYDby7qh6Z94MlSfvFgkFfVWfOU754H2OvBq4etilJ0uj4zVhJapxBL0mNM+glqXEGvSQ1zqCXpMYZ9JLUOINekhpn0EtS4wx6SWqcQS9JjTPoJalxBr0kNc6gl6TGGfSS1DiDXpIat6igT3JJkp1J7uqrvSjJTUm+2z0f1NWT5BNJ7ktyR5Jjx9W8JGlhi72ivxQ4Za/a+cDNVbUOuLl7DXAqc0sIrgM2ABcN36YkaVCLCvqqugXYe0nA04BN3fYm4PS++mU151ZgVZLVo2hWkrR0w8zRH1pVOwC650O6+hrgob5xM11NkjQB4/hhbOap1S8MSjYkmU4yPTs7O4Y2JEkwXNA/vGdKpnve2dVngMP7xh0GbN9756raWFW9qupNTU0N0YYk6ekME/TXA2d122cBn++rv727++ZVwI/2TPFIkva/AxYzKMkVwInAwUlmgA8AHwauSvJO4PvAW7rhNwCvB+4DfgK8Y8Q9S5KWYFFBX1Vn7uOtk+YZW8DZwzQlSRodvxkrSY0z6CWpcQa9JDXOoJekxhn0ktQ4g16SGmfQS1LjDHpJapxBL0mNM+glqXEGvSQ1zqCXpMYZ9JLUOINekhpn0EtS4wx6SWrcohYemU+So4Er+0pHAX8FrAL+FNiz4vf7q+qGgTuUJA1l4KCvqnuB9QBJVgDbgGuZWzrw41X1kZF0KEkayqimbk4C7q+q743o8yRJIzKqoD8DuKLv9TlJ7khySZKDRnQMSdIAhg76JM8G3gj8S1e6CHgJc9M6O4CP7mO/DUmmk0zPzs7ON0SSNAKjuKI/Fbitqh4GqKqHq2p3VT0JfAo4br6dqmpjVfWqqjc1NTWCNiRJ8xlF0J9J37RNktV9770JuGsEx5AkDWjgu24AkjwXeB3wrr7y3yZZDxTw4F7vSZL2s6GCvqp+AvzqXrW3DdWRJGmk/GasJDXOoJekxhn0ktQ4g16SGmfQS1LjDHpJapxBL0mNM+glqXEGvSQ1zqCXpMYZ9JLUOINekhpn0EtS4wx6SWqcQS9JjTPoJalxQy08ApDkQeBxYDfwRFX1krwIuBJYy9wqU2+tqv8Z9liSpKUb1RX971bV+qrqda/PB26uqnXAzd1rSdIEjGvq5jRgU7e9CTh9TMeRJC1gFEFfwBeTbE6yoasdWlU7ALrnQ/beKcmGJNNJpmdnZ0fQhiRpPkPP0QPHV9X2JIcANyW5ZzE7VdVGYCNAr9erEfQhSZrH0Ff0VbW9e94JXAscBzycZDVA97xz2ONIkgYzVNAneV6SF+zZBn4PuAu4HjirG3YW8PlhjiNJGtywUzeHAtcm2fNZn6mqLyT5JnBVkncC3wfeMuRxJEkDGiroq+oB4Dfnqf8QOGmYz5YkjYbfjJWkxhn0ktQ4g16SGmfQS1LjDHpJapxBL0mNM+glqXEGvSQ1zqCXpMYZ9JLUOINekhpn0EtS4wx6SWqcQS9JjTPoJalxBr0kNW7goE9yeJIvJ9ma5O4k53b1DybZluT27vH60bUrSVqqYVaYegJ4X1Xd1q0buznJTd17H6+qjwzfniRpWAMHfVXtAHZ0248n2QqsGVVjkqTRGMkcfZK1wDHA17vSOUnuSHJJkoP2sc+GJNNJpmdnZ0fRhiRpHkMHfZLnA1cD76mqx4CLgJcA65m74v/ofPtV1caq6lVVb2pqatg2JEn7MFTQJzmQuZC/vKquAaiqh6tqd1U9CXwKOG74NiVJgxrmrpsAFwNbq+pjffXVfcPeBNw1eHuSpGENc9fN8cDbgDuT3N7V3g+cmWQ9UMCDwLuG6lCSNJRh7rr5GpB53rph8HYkSaPmN2MlqXEGvSQ1zqCXpMYZ9JLUOINekhpn0EtS4wx6SWqcQS9JjTPoJalxBr0kNc6gl6TGGfSS1DiDXpIaZ9BLUuMMeklq3NiCPskpSe5Ncl+S88d1HEnS0xtmhal9SrIC+AfgdcAM8M0k11fVt0d5nOu2bOPCG+9l+6O7ePGqlZx38tGcfsyaUR5Ckpa9cV3RHwfcV1UPVNXPgM8Cp43yANdt2cYF19zJtkd3UcC2R3dxwTV3ct2WbaM8jCQte+MK+jXAQ32vZ7rayFx4473s+vnup9R2/Xw3F9547ygPI0nL3riCfr61ZOspA5INSaaTTM/Ozi75ANsf3bWkuiT9shpX0M8Ah/e9PgzY3j+gqjZWVa+qelNTU0s+wItXrVxSXZJ+WY0r6L8JrEtyZJJnA2cA14/yAOedfDQrD1zxlNrKA1dw3slHj/IwkrTsjeWum6p6Isk5wI3ACuCSqrp7lMfYc3eNd91I0tNLVS08asx6vV5NT09Pug1JWlaSbK6q3kLj/GasJDXOoJekxhn0ktQ4g16SGmfQS1LjnhF33SSZBb43xEccDPxgRO1MUivnAZ7LM1Er5wGeyx6/VlULfuP0GRH0w0oyvZhbjJ7pWjkP8FyeiVo5D/BclsqpG0lqnEEvSY1rJeg3TrqBEWnlPMBzeSZq5TzAc1mSJuboJUn71soVvSRpH5Z10LeyAHmSS5LsTHLXpHsZVpLDk3w5ydYkdyc5d9I9DSLJryT5RpJvdefx15PuaVhJViTZkuRfJ93LMJI8mOTOJLcnWba/DTHJqiSfS3JP9/flt8d2rOU6ddMtQP4d+hYgB84c9QLk+0OSE4AfA5dV1Ssm3c8wkqwGVlfVbUleAGwGTl9ufy5JAjyvqn6c5EDga8C5VXXrhFsbWJL3Aj3ghVX1hkn3M6gkDwK9qlrW99En2QR8tao+3a3b8dyqenQcx1rOV/RjX4B8f6mqW4BHJt3HKFTVjqq6rdt+HNjKiNcL3h9qzo+7lwd2j+V5VQQkOQz4feDTk+5FkOSFwAnAxQBV9bNxhTws76Af+wLkGk6StcAxwNcn28lguqmO24GdwE1VtSzPo/N3wJ8DT066kREo4ItJNifZMOlmBnQUMAv8Uzed9ukkzxvXwZZz0C+4ALkmJ8nzgauB91TVY5PuZxBVtbuq1jO35vFxSZbltFqSNwA7q2rzpHsZkeOr6ljgVODsbupzuTkAOBa4qKqOAf4XGNvPGZdz0C+4ALkmo5vTvhq4vKqumXQ/w+r+S/0fwCkTbmVQxwNv7Oa2Pwu8Jsk/T7alwVXV9u55J3Atc9O4y80MMNP3v8TPMRf8Y7Gcg37sC5Br6bofYl4MbK2qj026n0ElmUqyqtteCbwWuGeyXQ2mqi6oqsOqai1zf0++VFV/NOG2BpLked0P+emmOn4PWHZ3q1XVfwMPJTm6K50EjO2GhbEsDr4/7I8FyPeXJFcAJwIHJ5kBPlBVF0+2q4EdD7wNuLOb3wZ4f1XdMMGeBrEa2NTd3fUs4KqqWta3JTbiUODauesJDgA+U1VfmGxLA/sz4PLuQvUB4B3jOtCyvb1SkrQ4y3nqRpK0CAa9JDXOoJekxhn0ktQ4g16SGmfQS1LjDHpJapxBL0mN+z9vOO8JxkpVEgAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "x = np.array([0, 6])\n",
    "y = np.array([0,200])\n",
    "plt.plot(x, y, 'o')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "eb81cc8c",
   "metadata": {},
   "source": [
    "</br>\n",
    "我们也可以绘制任意数量的点，只需确保两个轴上的点数相同即可。\n",
    "\n",
    "绘制一条不规则线，坐标为 (1, 3) 、 (2, 8) 、(6, 1) 、(8, 10)，对应的两个数组为：[1, 2, 6, 8] 与 [3, 8, 1, 10]。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "e4d42981",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "x = np.array([1, 2, 6, 8])\n",
    "y = np.array([3, 8, 1, 10])\n",
    "plt.plot(x, y, 'c')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4d3591f5",
   "metadata": {},
   "source": [
    "若不指定某一个轴的数据，则程序会自动设置另一个轴的参数，从0......n-1（n为参数的个数）"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "97175181",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "x = np.array([10, 1000, 100, 23, 100])\n",
    "\n",
    "plt.plot(x)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a172943b",
   "metadata": {},
   "source": [
    "**其实不用numpy数组参数也能生成图表**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "acefbc7b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "x = [1, 2, 3]\n",
    "plt.plot(x)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "7d1a6e1c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "x = np.arange(0, 10*np.pi, 0.1) # start end step\n",
    "y = np.sin(x)\n",
    "z = np.cos(x)\n",
    "plt.plot(x,y, x,z)\n",
    "plt.rcParams['figure.figsize']=[10,5] # 设置图表大小\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4e3c9e65",
   "metadata": {},
   "source": [
    "legend显示图例，即哪个代表哪个"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.6.5"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
